https://github.com/strands-agents/harness-sdk

agent-framework agentic agentic-ai agents ai ai-agents anthropic autonomous-agents bedrock generative-ai harness llm llm-agent mcp multi-agent-systems openai python sdk strands-agents typescript

Score: 31.97978146518891

Last synced: about 18 hours ago
JSON representation

Repository metadata:

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

Host: GitHub
URL: https://github.com/strands-agents/harness-sdk
Owner: strands-agents
License: apache-2.0
Created: 2025-05-14T19:59:51.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2026-08-19T20:11:37.000Z (5 days ago)
Last Synced: 2026-08-20T03:44:36.204Z (5 days ago)
Topics: agent-framework, agentic, agentic-ai, agents, ai, ai-agents, anthropic, autonomous-agents, bedrock, generative-ai, harness, llm, llm-agent, mcp, multi-agent-systems, openai, python, sdk, strands-agents, typescript
Language: Python
Homepage: http://strandsagents.com/
Size: 121 MB
Stars: 6,957
Watchers: 48
Forks: 1,049
Open Issues: 661
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.APACHE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
- Notice: NOTICE
- Agents: AGENTS.md
- Claude: CLAUDE.md

Owner metadata:

Name: strands-agents
Login: strands-agents
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/209155962?v=4
Repositories: 1
Last Synced at: 2025-05-16T18:48:34.527Z
Profile URL: https://github.com/strands-agents

GitHub Events

Total

Create event: 52
Delete event: 54
Fork event: 4
Issue comment event: 35
Issues event: 32
Pull request event: 109
Pull request review comment event: 48
Pull request review event: 67
Push event: 216
Release event: 1
Watch event: 16
Total: 634

Last Year

Create event: 52
Delete event: 54
Fork event: 4
Issue comment event: 35
Issues event: 32
Pull request event: 109
Pull request review comment event: 48
Pull request review event: 67
Push event: 216
Release event: 1
Watch event: 16
Total: 634

Committers metadata

Last synced: 6 days ago

Total Commits: 2,455
Total Committers: 265
Avg Commits per committer: 9.264
Development Distribution Score (DDS): 0.862

Commits in past year: 2,045
Committers in past year: 224
Avg Commits per committer in past year: 9.129
Development Distribution Score (DDS) in past year: 0.866

Name	Email	Commits
Mackenzie Zastrow	3****m	339
Patrick Gray	p**y@a**m	237
Nick Clegg	n**2@g**m	195
dependabot[bot]	4****]	193
Liz	9****y	117
Jonathan Segev	j**1@g**m	113
Dean Schmigelski	d**b@g**m	87
Jack Yuan	9****e	84
opieter-aws	o**r@a**m	78
Arron	1****n	76
poshinchen	p**n@a**m	74
mehtarac	m**c@a**m	67
notowen333	5****3	64
Murat Kaan Meral	m**l@g**m	63
afarntrog	4****g	46
Chay Nabors	n**y@a**m	42
Gautam Sirdeshmukh	5****h	40
Jeremiah	j**6@g**m	29
Agent of mkmeral	m**p@g**m	25
Strands Agent	2****t	23
Ryan Coleman	r**z@a**m	20
Clare Liguori	l**i@a**m	15
./c²	c**i@i**m	14
ratish	1****1	11
March-77	1****7	9
Yufeng He	4****g	9
Strandly (The Agent)	s**y@a**m	8
Didier Durand	d**n@a**h	8
Awdhesh Mathpal	4****l	7
Dennis Traub	d**b@g**m	7
and 235 more...

Issue and Pull Request metadata

Last synced: about 20 hours ago

Total issues: 123
Total pull requests: 311
Average time to close issues: 3 months
Average time to close pull requests: 8 days
Total issue authors: 64
Total pull request authors: 91
Average comments per issue: 1.55
Average comments per pull request: 4.21
Merged pull request: 100
Bot issues: 0
Bot pull requests: 58

Past year issues: 119
Past year pull requests: 311
Past year average time to close issues: 2 months
Past year average time to close pull requests: 8 days
Past year issue authors: 60
Past year pull request authors: 91
Past year average comments per issue: 1.42
Past year average comments per pull request: 4.21
Past year merged pull request: 100
Past year bot issues: 0
Past year bot pull requests: 58

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/strands-agents/harness-sdk

Top Issue Authors

strandly-the-agent (19)
yonib05 (9)
mehtarac (5)
agent-of-mkmeral (5)
lizradway (5)
liramon2 (4)
arielnabavian (4)
gautamsirdeshmukh (3)
pgrayy (3)
moritalous (3)
opieter-aws (3)
jrdeck (2)
awsarron (2)
ctoh-skechers (2)
vaibhav-walia (2)

Top Pull Request Authors

dependabot[bot] (58)
yonib05 (38)
lizradway (15)
March-77 (14)
chaynabors (11)
JackYPCOnline (9)
arielnabavian (9)
gautamsirdeshmukh (7)
opieter-aws (7)
mehtarac (6)
poshinchen (6)
strandly-the-agent (6)
agent-of-mkmeral (5)
liramon2 (5)
pgrayy (5)

Top Issue Labels

python (64)
bug (58)
enhancement (51)
area-model (35)
typescript (26)
area-devx (16)
area-context (14)
area-tool (14)
area-persistence (13)
area-agent (11)
area-sessions (11)
area-multiagent (10)
area-async (9)
autoclose in 3 days (9)
wontfix (9)
documentation (8)
area-otel (8)
area-bidirectional-streaming (7)
area-hooks (6)
area-hil (6)
area-mcp (6)
design (5)
area-interventions (5)
ready for contribution (4)
bug-validated (4)
area-community (3)
area-language (3)
area-structured-output (3)
area-server (2)
chore (2)

Top Pull Request Labels

python (113)
enhancement (97)
area-community (85)
size/s (85)
typescript (84)
chore (82)
size/m (80)
bug (74)
area-model (73)
documentation (65)
size/xs (60)
dependencies (58)
size/xl (33)
complexity/high (31)
area-tool (29)
size/l (27)
area-agent (24)
complexity/medium (23)
area-persistence (18)
area-mcp (18)
area-context (17)
area-multiagent (16)
area-async (15)
area-hooks (13)
complexity/low (12)
api/needs-review (12)
area-interventions (11)
area-hil (11)
area-devx (9)
area-a2a (8)

Package metadata

Total packages: 2
Total downloads:
- pypi: 36,614,890 last-month
- npm: 1,716,601 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 112
Total maintainers: 6

npmjs.org: @strands-agents/sdk

TypeScript SDK for Strands Agents framework

Homepage: https://github.com/strands-agents/harness-sdk#readme
Licenses: Apache-2.0
Latest release: 1.14.0 (published 4 days ago)
Last Synced: 2026-08-23T11:45:27.296Z (2 days ago)
Versions: 39
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 1,716,601 Last month
Rankings:
- Downloads: 7.908%
- Average: 21.624%
- Dependent repos count: 23.324%
- Dependent packages count: 33.64%
Maintainers (5)
- yonib05
- zastrowm
- unshure
- awsarron
- pgrayy

pypi.org: strands-agents

A model-driven approach to building AI agents in just a few lines of code

Homepage: https://github.com/strands-agents/harness-sdk
Documentation: https://strandsagents.com
Licenses: Apache-2.0
Latest release: 1.53.0 (published 4 days ago)
Last Synced: 2026-08-23T11:36:16.249Z (2 days ago)
Versions: 73
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 36,614,890 Last month
Rankings:
- Dependent packages count: 9.142%
- Average: 30.324%
- Dependent repos count: 51.506%
Maintainers (1)
- strands-agents

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@opentelemetry/exporter-trace-otlp-http ^0.57.2 development
@opentelemetry/resources ^1.30.1 development
@opentelemetry/sdk-trace-base ^1.30.1 development
@opentelemetry/sdk-trace-node ^1.30.1 development
@types/node ^20.0.0 development
typescript ^5.5.0 development
@strands-agents/sdk *

site/test-snippets/package.json npm

@types/express ^5.0.5 development
@types/node ^24.10.1 development
typescript ^5.9.3 development
@opentelemetry/sdk-trace-node ^2.6.1
@strands-agents/sdk file:../../strands-ts
express ^5.1.0

strands-ts/examples/swarm/package.json npm

@types/node ^20.0.0 development
typescript ^5.5.0 development
@strands-agents/sdk *

site/docs/examples/cdk/deploy_to_ec2/requirements.txt pypi

fastapi ==0.115.12
pydantic ==2.11.4
strands-agents *
strands-agents-tools *
uvicorn ==0.34.2

site/docs/examples/cdk/deploy_to_apprunner/docker/requirements.txt pypi

fastapi ==0.115.12
pydantic ==2.11.4
strands-agents *
strands-agents-tools *
uvicorn ==0.34.2

pyproject.toml pypi

boto3 >=1.26.0,<2.0.0
botocore >=1.29.0,<2.0.0
docstring_parser >=0.15,<0.16.0
mcp >=1.8.0,<2.0.0
opentelemetry-api >=1.33.0,<2.0.0
opentelemetry-exporter-otlp-proto-http >=1.33.0,<2.0.0
opentelemetry-sdk >=1.33.0,<2.0.0
pydantic >=2.0.0,<3.0.0
typing-extensions >=4.13.2,<5.0.0
watchdog >=6.0.0,<7.0.0

.github/workflows/pr-metrics-label.yml actions

actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite
actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite

.github/scripts/pr-metrics/tools/requirements.txt pypi

complexipy ==6.2.0

.github/scripts/pr-metrics/tools/package-lock.json npm

113 dependencies

.github/workflows/pr-metrics-analyze.yml actions

actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
actions/setup-node 820762786026740c76f36085b0efc47a31fe5020 composite
actions/setup-python 5fda3b95a4ea91299a34e894583c3862153e4b97 composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

.github/scripts/pr-metrics/tools/package.json npm

@typescript-eslint/parser 8.62.1
eslint 9.39.5
eslint-plugin-sonarjs 4.2.0
typescript 5.9.3

.github/workflows/issue-responder.yml actions

aws-actions/configure-aws-credentials v4 composite

.github/workflows/auto-close.yml actions

actions/github-script v8 composite

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary